Channel Capacity Enhancement with Nonlinear Distorted Signal Detection Using OFDM-NOMA Systems with Optimization System

被引:0
作者
Kumar, Manoj [1 ]
Kumar, Manish [1 ]
Singh, Narendra [1 ]
机构
[1] Jaypee Univ Engn & Technol, Raghogarh, India
关键词
Non-Orthogonal Multiple Access; nonlinear distorted signal; Peak Signal-to- Noise Ratio; BER; Radial Basis Function; SWIPT;
D O I
10.24818/18423264/58.2.24.06
中图分类号
F [经济];
学科分类号
02 ;
摘要
The integration of Non -Orthogonal Multiple Access (NOMA) techniques with Orthogonal Frequency Division Multiplexing (OFDM) in 6G networks, aiming to reduce frequency selectivity in multipath channels. It highlights the challenges faced by OFDM signals in nonlinear High -Power Amplifiers (HPA) due to their high Peak -to -Average Power Ratio (PAPR). The study explores the potential of Massive Multiple -Input Multiple -Output (MIMO) technology, particularly in millimeter -wave (mmWave), to enhance energy and spectrum efficiency, productivity, and capacity in communication systems. The research proposes a Fuzzy Firefly Algorithm (FFA) trained with Radial Basis Function Neural Networks (RBFNN) for non-linear channel equalisation, and a Particle Filter (PF) based iterative approach for distortion compensation and interference cancellation in nonlinear data detection.
引用
收藏
页码:98 / 115
页数:18
相关论文
共 22 条
[1]  
Aini Ika Rohmatul, 2021, 2021 International Seminar on Intelligent Technology and Its Applications (ISITIA), P23, DOI 10.1109/ISITIA52817.2021.9502213
[2]  
Ali D. M., 2022, J. Commun., V17, P203
[3]   Modeling the Physical Layer of Advanced Radio Access Systems with Increased Spectral Efficiency Based on FBMC Technology [J].
Butenko, V. V. ;
Devyatkin, E. E. ;
Ivankovich, M., V ;
Lobov, E. M. ;
Varlamov, V. O. .
2021 SYSTEMS OF SIGNAL SYNCHRONIZATION, GENERATING AND PROCESSING IN TELECOMMUNICATIONS (SYNCHROINFO), 2021,
[4]   Generation of faster-than-Nyquist coherent optical DFT-spread OFDM signals with high-baud and high-order modulations [J].
Ding, Li ;
Zou, Dongdong ;
Wang, Wei ;
Li, Fan ;
Li, Zhaohui .
OPTICAL FIBER TECHNOLOGY, 2021, 64
[5]   Energy- and Spectral- Efficiency Tradeoff in Nonlinear OFDM System of Visible Light Communications [J].
Hei, Yongqiang ;
Liu, Xuexue ;
Li, Wentao ;
Wang, Shuaikang ;
Huo, Mengchen .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2022, 40 (07) :1921-1929
[6]   Performance evaluation of MIMO DFT-Spread WR-OFDM system for spectrum efficiency and power efficiency [J].
Hossain, Md Najmul .
JOURNAL OF INFORMATION AND TELECOMMUNICATION, 2022, 6 (04) :465-481
[7]   An energy efficiency perceptive on MIMO-OFDM systems using hybrid fruit fly-based salp swarm optimization technique [J].
Kumar, G. Harish ;
Rao, P. Trinatha .
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (01)
[8]   Particle Filtering-based Iterative Identification Methods for a Class of Nonlinear Systems with Interval-varying Measurements [J].
Li, Meihang ;
Liu, Ximei .
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 20 (07) :2239-2248
[9]   On Iterative Compensation of Clipping Distortion in OFDM Systems [J].
Liang, Shansuo ;
Tong, Jun ;
Ping, Li .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (02) :436-439
[10]  
Mal YH, 2022, IEEE INT CONF COMM, P475, DOI [10.1109/ICCWORKSHOPS53468.2022.9814513, 10.1109/ICCWorkshops53468.2022.9814513]